diff --git a/frontend/scene-generator/serve.cmd b/frontend/scene-generator/serve.cmd
new file mode 100644
index 0000000..11dafdb
--- /dev/null
+++ b/frontend/scene-generator/serve.cmd
@@ -0,0 +1,19 @@
+@echo off
+setlocal
+set PORT=%1
+if "%PORT%"=="" set PORT=3210
+set SG_SCENE_GENERATOR_PORT=%PORT%
+
+echo.
+echo   +==================================================+
+echo   ^|   sgClaw ^· Scene Skill Generator                 ^|
+echo   +==================================================+
+echo   ^|                                                  ^|
+echo   ^|   访问地址:   http://127.0.0.1:%PORT%/             ^|
+echo   ^|                                                  ^|
+echo   ^|   按 Ctrl+C 停止服务                              ^|
+echo   +==================================================+
+echo.
+
+cd /d "%~dp0"
+node server.js
diff --git a/frontend/scene-generator/serve.sh b/frontend/scene-generator/serve.sh
new file mode 100755
index 0000000..66c775d
--- /dev/null
+++ b/frontend/scene-generator/serve.sh
@@ -0,0 +1,44 @@
+#!/bin/bash
+# ============================================================
+# sgClaw Scene Skill Generator — HTTP 服务启动脚本
+#
+# 用法:
+#   ./serve.sh              # 默认 3210 端口
+#   ./serve.sh 9090         # 指定端口
+# ============================================================
+
+set -e
+
+PORT="${1:-3210}"
+DIR="$(cd "$(dirname "$0")" && pwd)"
+cd "$DIR"
+
+get_ip() {
+  ip -4 addr show 2>/dev/null \
+    | grep -oP 'inet \K[\d.]+' \
+    | grep -v '127.0.0.1' \
+    | head -1
+}
+
+LOCAL_IP=$(get_ip)
+if [ -z "$LOCAL_IP" ]; then
+  LOCAL_IP=$(hostname -I 2>/dev/null | awk '{print $1}')
+fi
+if [ -z "$LOCAL_IP" ]; then
+  LOCAL_IP="<本机IP>"
+fi
+
+echo ""
+echo "  ╔══════════════════════════════════════════════════╗"
+echo "  ║   sgClaw · Scene Skill Generator                 ║"
+echo "  ╠══════════════════════════════════════════════════╣"
+echo "  ║                                                  ║"
+echo "  ║   本机访问:   http://127.0.0.1:${PORT}/            ║"
+echo "  ║   局域网访问: http://${LOCAL_IP}:${PORT}/          ║"
+echo "  ║                                                  ║"
+echo "  ║   按 Ctrl+C 停止服务                              ║"
+echo "  ╚══════════════════════════════════════════════════╝"
+echo ""
+
+export SG_SCENE_GENERATOR_PORT="$PORT"
+node server.js